Discover Awesome MCP Servers

Legacy Device Debugger MCP Server

This MCP server helps debug legacy devices behind proxies in OT environments by analyzing web interfaces and generating custom rewrite rules to fix proxy-related issues.

contextflow-mcp

Enables semantic code search and AI-powered Q\&A over vectorized repositories directly within Claude. It provides tools to search code chunks, answer questions grounded in source code, and inspect repository snapshot metadata.

coinglass-mcp

Provides access to CoinGlass cryptocurrency derivatives data, including funding rates, open interest, and liquidation metrics. It enables LLMs to analyze real-time and historical market structure context through a standardized toolset.

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reachy-mini-mcp

MCP server for Reachy Mini robot that exposes robot state and motion control to LLM frontends like Claude Desktop.

Data Engineering Tutor MCP Server

Provides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.

KETI FLOW MCP

Enables querying optimal control values (angle for blowers, control for pumps) to minimize power given a required flow rate, using machine learning models trained on pump/fan operation data.

RunPod Image MCP Server

An MCP server that gives Claude Code and Cursor the ability to generate and edit images using RunPod's Seedream V4 and Nano Banana Pro APIs.

MCP Agentic RAG

Enables querying a vector database of machine learning FAQs and performing web searches using Bright Data proxies through Claude Desktop with structured agent prompts.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling tool integration with AI Playground and Claude Desktop.

satudata-ngawi

MCP server for accessing Indonesian local government data from Satu Data Ngawi. Enables querying datasets, organizations, categories, and statistics through natural language.

Game Forge

MCP server that builds single-file browser games teaching one concept through play. Provides tools to generate game prompts, save and list games, and self-verify before shipping.

aras-plm-mcp

Enables natural language interaction with Aras Innovator PLM, providing schema-aware tools for querying items, managing BOMs, change orders, workflows, and lifecycle operations over OData and AML.

MCP Files

Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.

OME MCP Server

Enables AI agents to manage Dell PowerEdge servers via Dell OpenManage Enterprise (OME) REST API, providing tools for device inventory, power control, firmware updates, alert management, and compliance baselines.

reminders-mcp

Enables Claude to read and manage macOS Reminders (create, list, update, complete, delete reminders) via AppleScript, running entirely locally.

NetOps

A comprehensive network management platform for tracking devices, sites, and topologies across platforms like ZeroTier and UniFi. It enables automated device discovery, multi-hop access path visualization, and infrastructure troubleshooting through the Model Context Protocol.

Apstra MCP Server

Enables natural language management of Juniper Apstra datacenter networks, including blueprints, virtual networks, connectivity templates, and deployment.

Alibaba Cloud Observability MCP Server

Provides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.

Motion MCP Server

Enables AI assistants to manage tasks, projects, workspaces, schedules, comments, custom fields, recurring tasks, and statuses in Motion through natural language conversations.

governed-memory

Enables AI agents to read, search, and preview governed markdown memories with explicit state and sensitivity, plus quarantine-only write, while never mutating canonical memory or exposing undeclared content.

sec-shodan-mcp

Provides access to Shodan's IoT search engine API for device search, host intelligence, exploit database, network scanning, and security analysis through natural language.

Derrick App

The Derrick MCP server provides AI assistants with access to Derrick's B2B enrichment capabilities. It allows retrieval of company and contact information, lead enrichment, prospecting automation, and workflow execution directly through the Model Context Protocol (MCP).

spotify-mcp

Enables control of Spotify playback via the official Web API, including search/play, pause, skip, volume, queue, and device management.

saas-alerts-mcp

MCP server for Kaseya SaaS Alerts, providing 30 tools to manage security events, customers, users, devices, billing, and reports via the SaaS Alerts API.

cenogram-mcp-server

7M+ real estate transactions from Poland's RCN registry. Search, compare, and analyze prices

Game Studio MCP

This server enables AI assistants to directly control the Unity Editor via MCP, supporting scene manipulation, script editing, level generation, monetization management, build pipelines, and more—all with zero external dependencies.

finn-mcp

An MCP server that provides access to finn.no, Norway's largest online classifieds marketplace, enabling searches and listing retrieval across used goods, real estate, cars, and jobs.

IRONCLAW Bitcoin Blockchain MCP Server

Provides real Bitcoin full node data via 17 tools, with pay-per-call in USDC on Base mainnet. Free tools include blockchain info, fees, and mempool; paid tools enable transaction tracking, address analysis, and more.

Kiro Conversations MCP

A local MCP server for durable, named Kiro CLI conversations over ACP, enabling asynchronous runs with session management, model querying, and bounded wait delegation.